Github user zsxwing commented on the issue:

    https://github.com/apache/spark/pull/17913
  
    @uncleGen Thanks for doing this. As adding an intermediate node into the 
logical plan may make some optimizations fail, we need to find out a better 
solution. We probably will make a big refactoring in 2.3 to fix this issue from 
the root.


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